Submissions from 2023
Measuring management accounting practices using textual analysis, Fangjuan QIU, Nan HU, Peng LIANG, and Kevin DOW Journal Article
Proactive conversational agents, Lizi LIAO, Grace Hui YANG, and Chirag SHAH Conference Proceeding Article
Spatio-temporal heterogeneity in the international trade resilience during COVID-19, Wei LUO, Lingfeng HE, Zihui YANG, Shirui ZHANG, Yong WANG, Dianbo LIU, Sheng HU, Li HE, Jizhe XIA, and Min CHEN Journal Article
Specification-based autonomous driving system testing, Yuan ZHOU, Yang SUN, Yun TANG, Yuqi CHEN, Jun SUN, Christopher M. POSKITT, Yang LIU, and Zijiang YANG Journal Article
The vehicle routing problem with simultaneous pickup and delivery and occasional drivers, Vincent F. YU, Grace ALOINA, Panca JODIAWAN, Aldy GUNAWAN, and Tsung-C. HUANG Journal Article
Topic recommendation for GitHub repositories: How far can extreme multi-label learning go?, Ratnadira WIDYASARI, Zhipeng ZHAO, Thanh Le CONG, Hong Jin KANG, and David LO Conference Proceeding Article
Towards a design space for storytelling on the fashion technology runway, Sydney PRATTE, Anthony TANG, Shannon HOOVER, Maria Elena HOOVER, Matt LAPRARIE, Catherine LAROSE, and Lora OEHLBERG Conference Proceeding Article
VOLERE: Leakage resilient user authentication based on personal voice challenges, Rui ZHANG, Zheng YAN, Xuerui WANG, and Robert H. DENG Journal Article
Wearables for in-situ monitoring of cognitive states: Challenges and opportunities, Meera RADHAKRISHNAN, Thivya KANDAPPU, Manoj GULATI, and Archan MISRA Conference Proceeding Article
Wearables for in-situ monitoring of cognitive states: Challenges and opportunities, Meeralakshmi RADHAKRISHNAN, Thivya KANDAPPU, Manoj GULATI, and Archan MISRA Conference Proceeding Article
Stochastic economic lot scheduling via self-attention based deep reinforcement learning, Wen SONG, Nan MI, Qiqiang LI, Jing ZHUANG, and Zhiguang CAO Journal Article
Multi-view metro station clustering based on passenger flows: A functional data-edged network community detection approach, Chen ZHANG, Baihua ZHENG, and Fugee TSUNG Journal Article
Value-based subgoal discovery and path planning for reaching long-horizon goals, Shubham PATERIA, Budhitama SUBAGDJA, Ah-hwee TAN, and Chai QUEK Journal Article
A fair incentive scheme for community health workers, Avinandan BOSE, Tracey LI, Arunesh SINHA, and Tien MAI Conference Proceeding Article
An empirical study of package management issues via Stack Overflow, Syful ISLAM, Raula KULA, Christoph TREUDE, Bodin CHINTHANET, Takashi ISHIO, and Kenichi MATSUMOTO Journal Article
Constrained reinforcement learning in hard exploration problems, Pankayaraj PATHMANATHAN and Pradeep VARAKANTHAM Conference Proceeding Article
Contrastive learning approach to word-in-context task for low-resource languages, Pei-Chi LO, Yang-Yin LEE, Hsien-Hao CHEN, Agus Trisnajaya KWEE, and Ee-peng LIM Conference Proceeding Article
Cross-domain graph anomaly detection via anomaly-aware contrastive alignment, Qizhou WANG, Guansong PANG, Mahsa SALEHI, Wray BUNTINE, and Christopher LECKIE Conference Proceeding Article
Effective graph kernels for evolving functional brain networks, Xinlei WANG, Jinyi CHEN, Bing Tian DAI, Junchang XIN, Yu GU, and Ge YU Conference Proceeding Article
FA3: Fine-Grained Android Application Analysis, Yan LIN, Weng Onn WONG, and Debin GAO Conference Proceeding Article
Flexible job-shop scheduling via graph neural network and deep reinforcement learning, Wen SONG, Xinyang CHEN, Qiqiang LI, and Zhiguang CAO Journal Article
Future aware pricing and matching for sustainable on-demand ride pooling, Xianjie ZHANG, Pradeep VARAKANTHAM, and Hao JIANG Conference Proceeding Article
Generalization bounds for inductive matrix completion in low-noise settings, Antoine LEDENT, Rodrigo ALVES, Yunwen LEI, Yann GUERMEUR, and Marius KLOFT Conference Proceeding Article
Generalizing math word problem solvers via solution diversification, Zhenwen LIANG, Jipeng ZHANG, Lei WANG, Yan WANG, Jie SHAO, and Xiangliang ZHANG Conference Proceeding Article
Human-centered AI for software engineering: Requirements, reflection, and road ahead, David LO Conference Proceeding Article
Layout generation as intermediate action sequence prediction, Huiting YANG, Danqing HUANG, Chin-Yew LIN, and Shengfeng HE Conference Proceeding Article
Learning comprehensive global features in person re-identification: Ensuring discriminativeness of more local regions, Jiali XIA, Jianqiang HUANG, Shibao ZHENG, Qin ZHOU, Bernt SCHIELE, Xian-Sheng HUA, and Qianru SUN Journal Article
Learning relation prototype from unlabeled texts for long-tail relation extraction, Yixin CAO, Jun KUANG, Ming GAO, Aoying ZHOU, Yonggang WEN, and Tat-Seng CHUA Journal Article
Learning to count isomorphisms with graph neural networks, Xingtong YU, Zemin LIU, Yuan FANG, and Xinming ZHANG Conference Proceeding Article
Lightweight and non-invasive user authentication on earables, Changshuo HU, Xiao MA, Dong MA, and Ting DANG Conference Proceeding Article
MIRROR: Mining Implicit Relationships via Structure-Enhanced Graph Convolutional Networks, Jiaying LIU, Feng XIA, Jing REN, Bo XU, Guansong PANG, and Lianhua CHI Journal Article
Mitigating popularity bias for users and items with fairness-centric adaptive recommendation, Zhongzhou LIU, Yuan FANG, and Min WU Journal Article
On generalized degree fairness in graph neural networks, Zemin LIU, Trung Kien NGUYEN, and Yuan FANG Conference Proceeding Article
Online hyperparameter optimization for class-incremental learning, Yaoyao LIU, Yingying LI, Bernt SCHIELE, and Qianru SUN Conference Proceeding Article
Planning and learning for Non-Markovian negative side effects using finite state controllers, Aishwarya SRIVASTAVA, Sandhya Saisubramanian, Praveen Paruchuri, Akshat KUMAR, and Shlomo Zilberstein Conference Proceeding Article
Pose- and Attribute-consistent Person Image Synthesis, Cheng XU, Zejun CHEN, Jiajie MAI, Xuemiao XU, and Shengfeng HE Journal Article
Real-time hierarchical map segmentation for coordinating multi-robot exploration, Tianze LUO, Zichen CHEN, Budhitama SUBAGDJA, and Ah-hwee TAN Journal Article
Safe delivery of critical services in areas with volatile security situation via a Stackelberg game approach, Tien MAI and Arunesh SINHA Conference Proceeding Article
Scalable and globally optimal generalized L1 K-center clustering via constraint generation in mixed integer linear programming, Aravinth CHEMBU, Scott SANNER, Hassan KHURRAM, and Akshat KUMAR Conference Proceeding Article
Scalable and globally optimal generalized L1 K-center clustering via constraint generation in mixed integer linear programming, Aravinth CHEMBU, Scott SANNER, Hassan KHURRAN, and Akshat KUMAR Conference Proceeding Article
The gender wage gap in an online labor market: The cost of interruptions, Abi ADAMS-PRASSL, Kotaro HARA, Kristy MILLAND, and Chris CALLISON-BURCH Journal Article
Web APIs: Features, issues, and expectations: A large-scale empirical study of web APIs from two publicly accessible registries using Stack Overflow and a user survey, Neng ZHANG, Ying ZOU, Xin XIA, David LO, David LO, and Shanping LI Journal Article
Formalizing UML state machines for automated verification: A survey, Andre ETIENE, Shuang LIU, Yang LIU, Christine CHOPPY, Jun SUN, and Jinsong DONG Journal Article
Learning invariant and uniformly distributed feature space for multi-view generation?, Yuqin LU, Jiangzhong CAO, Shengfeng HE, Jiangtao GUO, Qiliang ZHOU, and Qingyun DAI Journal Article
The impact of the COVID-19 pandemic on retrenchment, vaccinations, and global happiness, Wei Shen Jackson NG, Jullisha SASIKUMAR, Yok Hung WONG, Osama Rasheed KHAN, Zhi Hui Vivian NG, Sahar AL-SUDANI, Huaqun GUO, Zhiyuan ZHANG, and Zhengkui WANG Conference Proceeding Article
Credit default swaps and borrowers' real earnings management: Evidence from credit default swap initiation, Yuxuan WANG, Ruirui FANG, Nan HU, and Rong HUANG Journal Article
Accountable and fine-grained controllable rewriting in blockchains, Shengmin XU, Xinyi HUANG, Jiaming YUAN, Yingjiu LI, and Robert H. DENG Journal Article
Achieving high MAP-coverage through pattern constraint reduction, Yingquan ZHAO, Zan WANG, Shuang LIU, Jun SUN, Junjie CHEN, and Xiang CHEN Journal Article
A diversity-enhanced memetic algorithm for solving electric vehicle routing problems with time windows and mixed backhauls, Jianhua XIAO, Jingguo DU, Zhiguang CAO, Xingyi ZHANG, and Yunyun NIU Journal Article
Analytics-enabled authentic assessment design approach for digital education, Tristan LIM, Swapna GOTTIPATI, Michelle L. F. CHEONG, Jun Wei NG, and Christopher PANG Journal Article
Anchorage: Visual Analysis of Satisfaction in Customer Service Videos Via Anchor Events, Kam Kwai WONG, Xingbo WANG, Yong WANG, Jianben HE, Rong ZHANG, and Huamin QU Journal Article
A secure and robust knowledge transfer framework via stratified-causality distribution adjustment in intelligent collaborative services, Ju JIA, Siqi MA, Lina WANG, Yang LIU, and Robert H. DENG Journal Article
A secure EMR sharing system with tamper resistance and expressive access control, Shengmin XU, Jianting NING, Yingjiu LI, Yinghui ZHANG, Guowen XU, Xinyi HUANG, and Robert H. DENG Journal Article
Assessing the effectiveness of a chatbot workshop as experiential teaching and learning tool to engage undergraduate students, Kyong Jin SHIM, Thomas MENKHOFF, Ying Qian TEO, and Clement Shi Qi ONG Journal Article
Augmenting fake content detection in online platforms: A domain adaptive transfer learning via adversarial training approach, Ka Chung NG, Ping Fan KE, Mike K. P. SO, and Kar Yan TAM Journal Article
Authenticable data analytics over encrypted data in the cloud, Lanxing CHEN, Yi MU, Lingfang ZENG, Fatemah REZAEIBAGHA, and Robert H. DENG Journal Article
Automatic detection and analysis towards malicious behavior in IoT malware, Sen LI, Mengmeng GE, Ruitao FENG, Xiaohong LI, and Kwok Yan LAM Conference Proceeding Article
Causal interventional training for image recognition, Wei QIN, Hanwang ZHANG, Richang HONG, Ee-Peng LIM, and Qianru SUN Journal Article
Champions for social good: How can we discover social sentiment and attitude-driven patterns in prosocial communication?, Raghava Rao MUKKAMALA, Robert J. KAUFFMAN, and Helle Zinner HENRIKSEN Journal Article
Contextual Path Retrieval: A contextual entity relation embedding-based approach, Pei-chi LO and Ee-peng LIM Journal Article
Coordinating multi-party vehicle routing with location congestion via iterative best response, Waldy JOE and Hoong Chuin LAU Journal Article
CrowdFA: A privacy-preserving mobile crowdsensing paradigm via federated analytics, Bowen ZHAO, Xiaoguo LI, Ximeng LIU, Qingqi PEI, Yingjiu LI, and Robert H. DENG Journal Article
Dashboard design mining and recommendation, Yanna LIN, Haotian LI, Aoyu WU, Yong WANG, and Huamin QU Journal Article
Demonstrating multi-modal human instruction comprehension with AR smart glass, Mudiyanselage Dulanga Kaveesha WEERAKOON, Vigneshwaran SUBBARAJU, Tuan TRAN, and Archan MISRA Conference Proceeding Article
Dual-view preference learning for adaptive recommendation, Zhongzhou LIU, Yuan FANG, and Min WU Journal Article
Efficient approximate range aggregation over large-scale spatial data federation, Yexuan SHI, Yongxin TONG, Yuxiang ZENG, Zimu ZHOU, Bolin DING, and Lei CHEN Journal Article
EL-VIT: Probing vision transformer with interactive visualization, Hong ZHOU, Rui ZHANG, Peifeng LAI, Chaoran GUO, Yong WANG, Zhida SUN, and Junjie LI Conference Proceeding Article
GraphSearchNet: Enhancing GNNs via capturing global dependencies for semantic code search, Shangqing LIU, Xiaofei XIE, Jjingkai SIOW, Lei MA, Guozhu MENG, and Yang LIU Journal Article
How to find actionable static analysis warnings: A case study with FindBugs, Rahul YEDIDA, Hong Jin KANG, Huy TU, Xueqi YANG, David LO, and Tim MENZIES Journal Article
Human-centred artificial intelligence in the banking sector, Krishnaraj Arul OBUCHETTIAR and Alan @ Ali MADJELISI MEGARGEL Journal Article
I know what you are searching for: Code snippet recommendation from Stack Overflow posts, Zhipeng GAO, Xin XIA, David LO, John C. GRUNDY, Xindong ZHANG, and Zhenchang XING Journal Article
Intelligent adaptive gossip-based broadcast protocol for UAV-MEC using multi-agent deep reinforcement learning, Zen REN; Xinghua LI; Yinbin MIAO; Zhuowen LI; Zihao WANG; Mengyao ZHU; Ximeng LIU; and DENG, Robert H. Journal Article
Invalidator: Automated patch correctness assessment via semantic and syntactic reasoning, Tranh LE-CONG, Duc Minh LUONG, Xuan Bach D. LE, David LO, Nhat-Hoa TRAN, Bui QUANG-HUY, and Quyet-Thang HUYNH Journal Article
Is a pretrained model the answer to situational awareness detection on social media?, Siaw Ling LO, Kahhe LEE, and Yuhao ZHANG Conference Proceeding Article
Just-In-Time obsolete comment detection and update, Zhongxin LIU, Xin XIA, David LO, Meng YAN, and Shangping LI Journal Article
Learning analytics in informal, participatory collaborative learning, Michelle L. F. CHEONG, Aditya SINGH, Yun-Chen CHEN, and Bing Tian DAI Book Chapter
Learning feature embedding refiner for solving vehicle routing problems, Jingwen LI, Yining MA, Zhiguang CAO, Yaoxin WU, Wen SONG, Jie ZHANG, and Yeow Meng CHEE Journal Article
Learning large neighborhood search for vehicle routing in airport ground handling, Jianan ZHOU, Yaoxin WU, Zhiguang CAO, Wen SONG, Jie ZHANG, and Zhenghua CHEN Journal Article
Locality-aware tail node embeddings on homogeneous and heterogeneous networks, Zemin LIU, Yuan FANG, Wentao ZHANG, Xinming ZHANG, and Steven C. H. HOI Journal Article
Monadic second-order incorrectness logic for GP 2, Christopher M. POSKITT and Detlef PLUMP Journal Article
Neighbor-anchoring adversarial graph neural networks, Zemin LIU, Yuan FANG, Yong LIU, and Vincent W. ZHENG Journal Article
Neighborhood retail amenities and taxi trip behavior: A natural experiment in Singapore, Kwan Ok LEE and Shih-Fen CHENG Journal Article
OpenSE: Efficient verifiable searchable encryption with access and search pattern hidden for Cloud-IoT, Yunbo YANG, Yiwei HU, Xiaolei DONG, Jiachen SHEN, Zhenfu CAO, Guomin YANG, and Robert H. DENG Journal Article
Quantifying stranded assets of the coal-fired power in China under the Paris Agreement target, Weirong ZHANG, Yiou ZHOU, Zhen GONG, Junjie KANG, Changhong ZHAO, Zhixu MENG, Jian ZHANG, Tao ZHANG, and Jiahai YUAN Journal Article
QuantumEyes: Towards a better interpretability of quantum circuits, Shaolun RUAN, Yong WANG, Paul Robert GRIFFIN, and Qiang GUAN Journal Article
Ranked keyword search over encrypted cloud data through machine learning method, Yinbin MIAO, Wei ZHENG, Xiaohua JIA, Ximeng LIU, Kim-Kwang Raymond CHOO, and Robert H. DENG Journal Article
Reinforcement learning enhanced PicHunter for interactive search, Zhixin MA, Jiaxin WU, Weixiong LOO, and Chong-wah NGO Conference Proceeding Article
REKS: Role-based Encrypted Keyword Search with enhanced access control for outsourced cloud data, Yibin MIAO, Feng LI, Xiaohua JIA, Huaxiong WANG, Ximeng LIU, Kim-Kwang Raymond CHOO, and Robert H. DENG Journal Article
Relation preserving triplet mining for stabilising the triplet loss in re-identification systems, Adhiraj GHOSH, Kuruparan SHANMUGALINGAM, and Wen-yan LIN Conference Proceeding Article
SeqAdver: Automatic payload construction and injection in sequence-based Android adversarial attack, Fei ZHANG, Ruitao FENG, Xiaofei XIE, Xiaohong LI, and Lianshuan SHI Conference Proceeding Article
Seven pillars for the future of Artificial Intelligence, Erik CAMBRIA, Rui MAO, Melvin CHEN, Zhaoxia WANG, and Seng-Beng HO Journal Article
SleepMore: Inferring sleep duration at scale via multi-device WiFi sensing, Camellia ZAKARIA, Gizem YILMAZ, Priyanka MAMMEN, Michael CHEE, Prashant SHENOY, and Rajesh Krishna BALAN Journal Article
Survey on sentiment analysis: Evolution of research methods and topics, Jingfeng CUI, Zhaoxia WANG, Seng-Beng HO, and Erik CAMBRIA Journal Article
Taurus: Towards a Unified Force Representation and Universal Solver for Graph Layout, Mingliang XUE, Zhi WANG, Fahai ZHONG, Yong WANG, Mingliang XU, Oliver DEUSSEN, and Yunhai WANG Journal Article
T-counter: Trustworthy and efficient CPU resource measurement using SGX in the cloud, Chuntao DONG, Qingni SHEN, Xuhua DING, Daoqing YU, Wu LUO, Pengfei WU, and Zhonghai WU Journal Article
The important role of system dynamics investigation on business model, industry and performance management, Lina GOZALI, Teuku Yuri M. ZAGLOEL, Togar Mangihut SIMATUPANG, Wahyudi SUTOPO, Aldy GUNAWAN, Yun-Chia LIANG, Bernardo Nugroho YAHYA, Jose Arturo GARZA-REYES, Agustinus Purna IRAWAN, and Yuliani SUSENO Journal Article
The three-sided market of on-demand delivery, S. BAHRAMI, M. NOURINEJAD, Y. YIN, and Hai WANG Journal Article
VACSEN: A Visualization Approach for Noise Awareness in Quantum Computing, Shaolun RUAN, Yong WANG, Weiwen JIANG, Ying MAO, and Qiang GUAN Journal Article
Verifiable, fair and privacy-preserving broadcast authorization for flexible data sharing in clouds, Jianfei SUN, Guowen XU, Tianwei ZHANG, Xuehan YANG, Mamoun ALAZAB, and Robert H. DENG Journal Article
VerifyTL: Secure and Verifiable Collaborative Transfer Learning, Zhuoran MA, Jianfeng MA, Yinbin MIAO, Ximeng LIU, Wei ZHENG, Kim-Kwang Raymond CHOO, and Robert H. DENG Journal Article